Mohammad Amin Hariri-Ardebili

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Scientific Computing

Machine Learning

Kernel Ridge Regression

Top Venues

Reliab. Eng. Syst. Saf.

Publications

Mohammad Amin Hariri-Ardebili, Sanaz Rezaeian
Utilization of stochastic ground motion simulations for scenario-based performance assessment of geo-structures. Reliab. Eng. Syst. Saf. 251 (2024)
Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
Adaptive Conformal Prediction Intervals Using Data-Dependent Weights With Application to Seismic Response Prediction. IEEE Access 12 (2024)
Ali Amini, Azam Abdollahi, Mohammad Amin Hariri-Ardebili
An automated machine-learning-assisted stochastic-fuzzy multi-criteria decision making tool: Addressing record-to-record variability in seismic design. Appl. Soft Comput. 154 (2024)
Yifei Li, Mohammad Amin Hariri-Ardebili, Tongfa Deng, Qingyang Wei, Maosen Cao
A surrogate-assisted stochastic optimization inversion algorithm: Parameter identification of dams. Adv. Eng. Informatics 55 (2023)
Mohammad Amin Hariri-Ardebili, Golsa Mahdavi, Larry K. Nuss, Upmanu Lall
The role of artificial intelligence and digital technologies in dam engineering: Narrative review and outlook. Eng. Appl. Artif. Intell. 126 (2023)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
Evaluating Regression Models with Partial Data: A Sampling Approach. CoDIT (2023)
Mohammad Amin Hariri-Ardebili, Golsa Mahdavi
Generalized uncertainty in surrogate models for concrete strength prediction. Eng. Appl. Artif. Intell. 122 (2023)
Mohammad Amin Hariri-Ardebili, Farhad Pourkamali-Anaraki
Structural uncertainty quantification with partial information. Expert Syst. Appl. 198 (2022)
Mohammad Amin Hariri-Ardebili, Siyu Chen, Golsa Mahdavi
Machine learning-aided PSDM for dams with stochastic ground motions. Adv. Eng. Informatics 52 (2022)
Azam Abdollahi, Ali Amini, Mohammad Amin Hariri-Ardebili
An uncertainty-aware dynamic shape optimization framework: Gravity dam design. Reliab. Eng. Syst. Saf. 222 (2022)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data 9 (5) (2021)
Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. CoRR (2021)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data 9 (4) (2021)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
Neural Networks and Imbalanced Learning for Data-Driven Scientific Computing With Uncertainties. IEEE Access 9 (2021)
Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. ICMLA (2021)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Stephen Becker, Maziar Raissi
Call for Special Issue Papers: Big Scientific Data and Machine Learning in Science and Engineering: Deadline for Manuscript Submission: February 1, 2022. Big Data 9 (6) (2021)
Ali Amini, Azam Abdollahi, Mohammad Amin Hariri-Ardebili, Upmanu Lall
Copula-based reliability and sensitivity analysis of aging dams: Adaptive Kriging and polynomial chaos Kriging methods. Appl. Soft Comput. 109 (2021)
Parisa Hajibabaee, Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili
Kernel Matrix Approximation on Class-Imbalanced Data With an Application to Scientific Simulation. IEEE Access 9 (2021)
Mohammad Amin Hariri-Ardebili, Fernando Salazar
Engaging soft computing in material and modeling uncertainty quantification of dam engineering problems. Soft Comput. 24 (15) (2020)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Lydia Morawiec
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction. CoRR (2020)
Mohammad Amin Hariri-Ardebili
Safety and reliability assessment of heterogeneous concrete components in nuclear structures. Reliab. Eng. Syst. Saf. 203 (2020)
Mohammad Amin Hariri-Ardebili, Farhad Pourkamali-Anaraki, Siamak Sattar
Uncertainty Quantification of Structural Systems with Subset of Data. CoRR (2020)
Reza Karami-Mohammadi, Masoud Mirtaheri, Mojtaba Salkhordeh, Mohammad Amin Hariri-Ardebili
Vibration Anatomy and Damage Detection in Power Transmission Towers with Limited Sensors. Sensors 20 (6) (2020)
Farhad Pourkamali-Anaraki, Mohammad Amin Hariri-Ardebili, Lydia Morawiec
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction. ICMLA (2020)